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Orthogonal Defect Classification (ODC) is a concept that enables software developers to derive in-process feedback by extracting semantics from data that is already tracked in most organizations. The data and analytics assists in visualizing a process that typically evades visibility. This is analogous to the way magnetic resonance imaging (MRI) equipment aids a physician to have a rough idea of how a human being looks on the inside without knowing anything about the specific patient.